ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k19_task3_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.7863
• Qwk: 0.1527
• Mse: 0.7863
• Rmse: 0.8867

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0182	2	3.2053	-0.0149	3.2053	1.7903
No log	0.0364	4	1.6215	0.0210	1.6215	1.2734
No log	0.0545	6	1.5185	0.0345	1.5185	1.2323
No log	0.0727	8	1.5471	0.1214	1.5471	1.2438
No log	0.0909	10	0.9159	0.2131	0.9159	0.9570
No log	0.1091	12	0.8492	0.1588	0.8492	0.9215
No log	0.1273	14	0.8789	0.0617	0.8789	0.9375
No log	0.1455	16	1.1114	0.0	1.1114	1.0542
No log	0.1636	18	1.8703	0.0455	1.8703	1.3676
No log	0.1818	20	1.6708	-0.0036	1.6708	1.2926
No log	0.2	22	1.0997	0.0	1.0997	1.0487
No log	0.2182	24	0.8365	0.0745	0.8365	0.9146
No log	0.2364	26	0.7817	-0.2083	0.7817	0.8842
No log	0.2545	28	0.8273	-0.2903	0.8273	0.9096
No log	0.2727	30	1.0129	-0.25	1.0129	1.0064
No log	0.2909	32	0.9658	-0.2487	0.9658	0.9828
No log	0.3091	34	0.9685	-0.1313	0.9685	0.9841
No log	0.3273	36	1.3672	-0.0794	1.3672	1.1693
No log	0.3455	38	1.2689	-0.0510	1.2689	1.1264
No log	0.3636	40	0.8805	-0.0877	0.8805	0.9384
No log	0.3818	42	0.7992	-0.0046	0.7992	0.8940
No log	0.4	44	0.8352	-0.0329	0.8352	0.9139
No log	0.4182	46	0.8740	-0.0833	0.8740	0.9349
No log	0.4364	48	0.9579	-0.1640	0.9579	0.9787
No log	0.4545	50	0.9885	-0.2459	0.9885	0.9942
No log	0.4727	52	1.0683	-0.1313	1.0683	1.0336
No log	0.4909	54	1.3404	-0.2207	1.3404	1.1578
No log	0.5091	56	1.3305	-0.0909	1.3305	1.1535
No log	0.5273	58	1.1022	-0.0633	1.1022	1.0499
No log	0.5455	60	0.7952	0.2146	0.7952	0.8917
No log	0.5636	62	0.6574	0.3118	0.6574	0.8108
No log	0.5818	64	0.6867	0.2077	0.6867	0.8287
No log	0.6	66	0.8231	0.1055	0.8231	0.9073
No log	0.6182	68	1.0295	0.0118	1.0295	1.0146
No log	0.6364	70	1.1480	0.0078	1.1480	1.0714
No log	0.6545	72	1.0391	0.0118	1.0391	1.0194
No log	0.6727	74	0.9368	0.0270	0.9368	0.9679
No log	0.6909	76	0.7888	-0.0115	0.7888	0.8882
No log	0.7091	78	0.7600	-0.1242	0.7600	0.8718
No log	0.7273	80	0.8042	-0.1429	0.8042	0.8968
No log	0.7455	82	0.8622	-0.0575	0.8622	0.9286
No log	0.7636	84	0.8614	-0.0058	0.8614	0.9281
No log	0.7818	86	0.8872	0.0538	0.8872	0.9419
No log	0.8	88	1.3288	0.0476	1.3288	1.1527
No log	0.8182	90	1.7440	0.0395	1.7440	1.3206
No log	0.8364	92	1.8270	0.1638	1.8270	1.3517
No log	0.8545	94	1.3671	-0.0159	1.3671	1.1692
No log	0.8727	96	0.9027	0.0320	0.9027	0.9501
No log	0.8909	98	0.7524	0.0	0.7524	0.8674
No log	0.9091	100	0.7829	-0.0169	0.7829	0.8848
No log	0.9273	102	0.7812	-0.0424	0.7812	0.8838
No log	0.9455	104	0.8246	0.0053	0.8246	0.9081
No log	0.9636	106	0.9203	-0.0667	0.9203	0.9593
No log	0.9818	108	1.0307	-0.0811	1.0307	1.0152
No log	1.0	110	1.2254	-0.0120	1.2254	1.1070
No log	1.0182	112	1.3863	0.0	1.3863	1.1774
No log	1.0364	114	1.5368	-0.0036	1.5368	1.2397
No log	1.0545	116	1.3970	0.0345	1.3970	1.1819
No log	1.0727	118	1.1484	0.0288	1.1484	1.0716
No log	1.0909	120	0.9730	-0.0256	0.9730	0.9864
No log	1.1091	122	0.7821	0.0983	0.7821	0.8844
No log	1.1273	124	0.9108	-0.0837	0.9108	0.9543
No log	1.1455	126	1.0526	0.0114	1.0526	1.0260
No log	1.1636	128	0.9526	-0.0806	0.9526	0.9760
No log	1.1818	130	0.9721	0.0622	0.9721	0.9859
No log	1.2	132	1.4495	-0.0190	1.4495	1.2039
No log	1.2182	134	1.8437	-0.0227	1.8437	1.3578
No log	1.2364	136	1.6033	0.0164	1.6033	1.2662
No log	1.2545	138	1.2578	0.0345	1.2578	1.1215
No log	1.2727	140	0.8552	0.1289	0.8552	0.9248
No log	1.2909	142	0.7352	0.0164	0.7352	0.8574
No log	1.3091	144	0.7244	-0.0058	0.7244	0.8511
No log	1.3273	146	0.7572	-0.0273	0.7572	0.8702
No log	1.3455	148	0.8071	-0.0056	0.8071	0.8984
No log	1.3636	150	0.9514	-0.0443	0.9514	0.9754
No log	1.3818	152	1.0650	-0.1092	1.0650	1.0320
No log	1.4	154	1.1029	-0.1703	1.1029	1.0502
No log	1.4182	156	1.0374	-0.0679	1.0374	1.0185
No log	1.4364	158	1.0697	-0.1009	1.0697	1.0343
No log	1.4545	160	1.0862	0.0041	1.0862	1.0422
No log	1.4727	162	1.0396	0.0625	1.0396	1.0196
No log	1.4909	164	1.0089	0.0159	1.0089	1.0044
No log	1.5091	166	0.9948	0.0159	0.9948	0.9974
No log	1.5273	168	0.9659	-0.0138	0.9659	0.9828
No log	1.5455	170	1.0708	0.0506	1.0708	1.0348
No log	1.5636	172	1.1421	0.0078	1.1421	1.0687
No log	1.5818	174	1.1401	0.0312	1.1401	1.0678
No log	1.6	176	1.1771	0.0833	1.1771	1.0850
No log	1.6182	178	1.3039	0.0270	1.3039	1.1419
No log	1.6364	180	0.9485	0.2000	0.9485	0.9739
No log	1.6545	182	0.9740	0.0823	0.9740	0.9869
No log	1.6727	184	1.0829	0.0	1.0829	1.0406
No log	1.6909	186	0.9284	-0.0044	0.9284	0.9635
No log	1.7091	188	0.8987	0.0829	0.8987	0.9480
No log	1.7273	190	0.8687	0.1610	0.8687	0.9320
No log	1.7455	192	0.7553	0.0055	0.7553	0.8691
No log	1.7636	194	0.7462	0.0164	0.7462	0.8638
No log	1.7818	196	0.7334	0.1158	0.7334	0.8564
No log	1.8	198	0.8896	0.1652	0.8896	0.9432
No log	1.8182	200	0.7682	0.1923	0.7682	0.8765
No log	1.8364	202	0.8428	0.1610	0.8428	0.9180
No log	1.8545	204	0.9781	0.0866	0.9781	0.9890
No log	1.8727	206	0.9841	0.1938	0.9841	0.9920
No log	1.8909	208	0.8387	0.1489	0.8387	0.9158
No log	1.9091	210	0.8216	0.0734	0.8216	0.9064
No log	1.9273	212	0.8234	0.1304	0.8234	0.9074
No log	1.9455	214	0.8528	0.1619	0.8528	0.9235
No log	1.9636	216	0.9748	0.1379	0.9748	0.9873
No log	1.9818	218	0.9534	0.1579	0.9534	0.9764
No log	2.0	220	0.9836	0.1746	0.9836	0.9918
No log	2.0182	222	1.2910	0.0769	1.2910	1.1362
No log	2.0364	224	1.4107	0.0032	1.4107	1.1877
No log	2.0545	226	1.1189	0.1686	1.1189	1.0578
No log	2.0727	228	0.9592	0.1730	0.9592	0.9794
No log	2.0909	230	1.0582	0.1935	1.0582	1.0287
No log	2.1091	232	0.9852	0.1861	0.9852	0.9926
No log	2.1273	234	0.9103	0.1429	0.9103	0.9541
No log	2.1455	236	0.8880	0.1481	0.8880	0.9423
No log	2.1636	238	0.8601	0.0918	0.8601	0.9274
No log	2.1818	240	1.0294	0.1211	1.0294	1.0146
No log	2.2	242	1.1217	0.1290	1.1217	1.0591
No log	2.2182	244	1.0312	0.1698	1.0312	1.0155
No log	2.2364	246	1.0593	0.1343	1.0593	1.0292
No log	2.2545	248	1.3040	0.1467	1.3040	1.1419
No log	2.2727	250	1.3086	0.0464	1.3086	1.1439
No log	2.2909	252	1.0010	0.1165	1.0010	1.0005
No log	2.3091	254	0.9817	0.0924	0.9817	0.9908
No log	2.3273	256	1.0002	0.0877	1.0002	1.0001
No log	2.3455	258	0.9481	0.0558	0.9481	0.9737
No log	2.3636	260	0.9422	0.1245	0.9422	0.9706
No log	2.3818	262	0.9116	0.1321	0.9116	0.9548
No log	2.4	264	0.9151	0.0631	0.9151	0.9566
No log	2.4182	266	1.3171	0.0580	1.3171	1.1476
No log	2.4364	268	1.4839	0.0130	1.4839	1.2181
No log	2.4545	270	1.2795	0.0769	1.2795	1.1312
No log	2.4727	272	0.9621	0.0690	0.9621	0.9809
No log	2.4909	274	0.8151	0.1456	0.8151	0.9028
No log	2.5091	276	0.8873	0.1724	0.8873	0.9420
No log	2.5273	278	0.9337	0.0569	0.9337	0.9663
No log	2.5455	280	1.2101	0.1440	1.2101	1.1001
No log	2.5636	282	1.6945	-0.0127	1.6945	1.3017
No log	2.5818	284	1.6055	-0.0161	1.6055	1.2671
No log	2.6	286	1.2700	0.1304	1.2700	1.1269
No log	2.6182	288	0.8844	0.1174	0.8844	0.9404
No log	2.6364	290	0.8150	0.1020	0.8150	0.9028
No log	2.6545	292	0.9701	0.1803	0.9701	0.9849
No log	2.6727	294	1.0169	0.1235	1.0169	1.0084
No log	2.6909	296	0.9761	0.1373	0.9761	0.9880
No log	2.7091	298	0.9519	0.1667	0.9519	0.9757
No log	2.7273	300	0.9576	0.1667	0.9576	0.9786
No log	2.7455	302	0.8860	0.1154	0.8860	0.9413
No log	2.7636	304	0.8468	0.1133	0.8468	0.9202
No log	2.7818	306	0.8173	0.1133	0.8173	0.9040
No log	2.8	308	0.8014	0.1088	0.8014	0.8952
No log	2.8182	310	0.8058	0.1489	0.8058	0.8977
No log	2.8364	312	0.7874	0.0802	0.7874	0.8874
No log	2.8545	314	0.9195	-0.0462	0.9195	0.9589
No log	2.8727	316	0.9894	0.0393	0.9894	0.9947
No log	2.8909	318	0.9638	0.0741	0.9638	0.9817
No log	2.9091	320	0.9987	0.1111	0.9987	0.9994
No log	2.9273	322	1.0224	0.1111	1.0224	1.0112
No log	2.9455	324	1.0499	0.0667	1.0499	1.0246
No log	2.9636	326	1.0596	0.1730	1.0596	1.0294
No log	2.9818	328	1.0869	0.1815	1.0869	1.0426
No log	3.0	330	1.2235	0.0606	1.2235	1.1061
No log	3.0182	332	1.1132	0.0323	1.1132	1.0551
No log	3.0364	334	0.9767	0.1730	0.9767	0.9883
No log	3.0545	336	0.9985	0.0694	0.9985	0.9992
No log	3.0727	338	0.9020	0.1351	0.9020	0.9497
No log	3.0909	340	0.8502	0.0796	0.8502	0.9221
No log	3.1091	342	0.8975	0.1273	0.8975	0.9473
No log	3.1273	344	0.8074	0.0049	0.8074	0.8986
No log	3.1455	346	0.8201	0.1600	0.8201	0.9056
No log	3.1636	348	0.8361	0.2315	0.8361	0.9144
No log	3.1818	350	0.7983	0.1503	0.7983	0.8935
No log	3.2	352	0.8163	0.0638	0.8163	0.9035
No log	3.2182	354	0.9190	0.0685	0.9190	0.9586
No log	3.2364	356	0.9659	0.0685	0.9659	0.9828
No log	3.2545	358	0.9712	0.0847	0.9712	0.9855
No log	3.2727	360	0.9738	0.1464	0.9738	0.9868
No log	3.2909	362	1.1054	0.0201	1.1054	1.0514
No log	3.3091	364	1.4751	0.0	1.4751	1.2145
No log	3.3273	366	1.4758	-0.0034	1.4758	1.2148
No log	3.3455	368	1.1138	0.0201	1.1138	1.0554
No log	3.3636	370	1.0049	0.1197	1.0049	1.0024
No log	3.3818	372	1.0813	0.1392	1.0813	1.0399
No log	3.4	374	0.8901	0.2000	0.8901	0.9435
No log	3.4182	376	0.8133	0.1238	0.8133	0.9018
No log	3.4364	378	0.8591	0.1441	0.8591	0.9269
No log	3.4545	380	0.8003	0.1321	0.8003	0.8946
No log	3.4727	382	0.7786	0.1675	0.7786	0.8824
No log	3.4909	384	0.7798	0.1841	0.7798	0.8831
No log	3.5091	386	0.8091	0.1269	0.8091	0.8995
No log	3.5273	388	0.8144	0.1429	0.8144	0.9024
No log	3.5455	390	0.8479	0.1515	0.8479	0.9208
No log	3.5636	392	0.8638	0.1090	0.8638	0.9294
No log	3.5818	394	0.8679	0.1698	0.8679	0.9316
No log	3.6	396	0.8500	0.12	0.8500	0.9220
No log	3.6182	398	0.8642	0.0495	0.8642	0.9296
No log	3.6364	400	0.8928	0.0884	0.8928	0.9449
No log	3.6545	402	0.8383	0.0891	0.8383	0.9156
No log	3.6727	404	0.8408	0.0980	0.8408	0.9170
No log	3.6909	406	0.9046	0.0933	0.9046	0.9511
No log	3.7091	408	0.9223	0.0270	0.9223	0.9604
No log	3.7273	410	0.8574	0.2000	0.8574	0.9260
No log	3.7455	412	1.0561	-0.0124	1.0561	1.0277
No log	3.7636	414	0.9680	0.1034	0.9680	0.9839
No log	3.7818	416	0.7846	0.1746	0.7846	0.8858
No log	3.8	418	0.7915	0.1753	0.7915	0.8896
No log	3.8182	420	0.7570	0.1746	0.7570	0.8700
No log	3.8364	422	0.7404	0.2350	0.7404	0.8605
No log	3.8545	424	0.7396	0.1638	0.7396	0.8600
No log	3.8727	426	0.6711	0.2298	0.6711	0.8192
No log	3.8909	428	0.6623	0.1707	0.6623	0.8138
No log	3.9091	430	0.6760	0.1899	0.6760	0.8222
No log	3.9273	432	0.6878	0.1902	0.6878	0.8294
No log	3.9455	434	0.7563	0.1556	0.7563	0.8697
No log	3.9636	436	0.8234	0.1837	0.8234	0.9074
No log	3.9818	438	1.0147	0.0333	1.0147	1.0073
No log	4.0	440	1.0926	0.0333	1.0926	1.0453
No log	4.0182	442	1.0338	0.1786	1.0338	1.0168
No log	4.0364	444	1.0362	0.1493	1.0362	1.0180
No log	4.0545	446	1.0847	0.1319	1.0847	1.0415
No log	4.0727	448	1.0042	0.1925	1.0042	1.0021
No log	4.0909	450	0.8761	0.0359	0.8761	0.9360
No log	4.1091	452	0.9074	0.1321	0.9074	0.9526
No log	4.1273	454	0.8811	-0.0400	0.8811	0.9387
No log	4.1455	456	0.8353	0.0359	0.8353	0.9140
No log	4.1636	458	0.9330	0.0495	0.9330	0.9659
No log	4.1818	460	0.9399	0.0918	0.9399	0.9695
No log	4.2	462	0.8724	0.0553	0.8724	0.9340
No log	4.2182	464	0.9119	-0.0341	0.9119	0.9549
No log	4.2364	466	0.9458	0.0145	0.9458	0.9725
No log	4.2545	468	0.9464	0.0796	0.9464	0.9729
No log	4.2727	470	0.9376	0.0332	0.9376	0.9683
No log	4.2909	472	0.9421	0.1402	0.9421	0.9706
No log	4.3091	474	0.9343	0.1256	0.9343	0.9666
No log	4.3273	476	0.8381	0.1045	0.8381	0.9155
No log	4.3455	478	0.8030	0.1038	0.8030	0.8961
No log	4.3636	480	0.8200	0.0476	0.8200	0.9055
No log	4.3818	482	0.8618	0.0588	0.8618	0.9283
No log	4.4	484	0.8902	0.1028	0.8902	0.9435
No log	4.4182	486	0.8471	0.0829	0.8471	0.9204
No log	4.4364	488	0.8389	0.0829	0.8389	0.9159
No log	4.4545	490	0.8319	0.0800	0.8319	0.9121
No log	4.4727	492	0.8286	0.1336	0.8286	0.9103
No log	4.4909	494	0.8179	0.1133	0.8179	0.9044
No log	4.5091	496	0.8321	0.0249	0.8321	0.9122
No log	4.5273	498	0.8777	0.0829	0.8777	0.9369
0.513	4.5455	500	0.8827	0.0370	0.8827	0.9395
0.513	4.5636	502	0.8906	0.1092	0.8906	0.9437
0.513	4.5818	504	0.8848	0.1071	0.8848	0.9407
0.513	4.6	506	0.9234	0.1535	0.9234	0.9609
0.513	4.6182	508	0.8808	0.1795	0.8808	0.9385
0.513	4.6364	510	0.8274	0.1636	0.8274	0.9096
0.513	4.6545	512	0.8120	0.1636	0.8120	0.9011
0.513	4.6727	514	0.8594	0.1228	0.8594	0.9270
0.513	4.6909	516	0.8896	0.1055	0.8896	0.9432
0.513	4.7091	518	0.8321	0.1336	0.8321	0.9122
0.513	4.7273	520	0.8202	0.2074	0.8202	0.9057
0.513	4.7455	522	0.7629	0.1776	0.7629	0.8734
0.513	4.7636	524	0.7660	0.1776	0.7660	0.8752
0.513	4.7818	526	0.7884	0.1776	0.7884	0.8879
0.513	4.8	528	0.9077	0.1930	0.9077	0.9527
0.513	4.8182	530	1.0123	0.1093	1.0123	1.0061
0.513	4.8364	532	0.9841	0.1347	0.9841	0.9920
0.513	4.8545	534	0.8669	0.2423	0.8669	0.9311
0.513	4.8727	536	0.8176	0.2074	0.8176	0.9042
0.513	4.8909	538	0.7687	0.2453	0.7687	0.8768
0.513	4.9091	540	0.7634	0.1712	0.7634	0.8737
0.513	4.9273	542	0.7951	0.2511	0.7951	0.8917
0.513	4.9455	544	0.8482	0.2222	0.8482	0.9210
0.513	4.9636	546	0.7919	0.2074	0.7919	0.8899
0.513	4.9818	548	0.7237	0.2000	0.7237	0.8507
0.513	5.0	550	0.8344	0.2381	0.8344	0.9134
0.513	5.0182	552	0.8916	0.1366	0.8916	0.9442
0.513	5.0364	554	0.8269	0.2300	0.8269	0.9093
0.513	5.0545	556	0.7871	0.1469	0.7871	0.8872
0.513	5.0727	558	0.8641	0.1861	0.8641	0.9296
0.513	5.0909	560	0.8696	0.1579	0.8696	0.9325
0.513	5.1091	562	0.8136	0.1781	0.8136	0.9020
0.513	5.1273	564	0.8622	0.1570	0.8622	0.9286
0.513	5.1455	566	0.8500	0.1336	0.8500	0.9219
0.513	5.1636	568	0.7426	0.1527	0.7426	0.8617
0.513	5.1818	570	0.7178	0.1841	0.7178	0.8472
0.513	5.2	572	0.7654	0.2233	0.7654	0.8749
0.513	5.2182	574	0.7026	0.2245	0.7026	0.8382
0.513	5.2364	576	0.6716	0.1813	0.6716	0.8195
0.513	5.2545	578	0.7413	0.2088	0.7413	0.8610
0.513	5.2727	580	0.8768	0.1050	0.8768	0.9364
0.513	5.2909	582	0.9000	0.0769	0.9000	0.9487
0.513	5.3091	584	0.7721	0.1919	0.7721	0.8787
0.513	5.3273	586	0.7372	0.1549	0.7372	0.8586
0.513	5.3455	588	0.7434	0.1549	0.7434	0.8622
0.513	5.3636	590	0.7479	0.1759	0.7479	0.8648
0.513	5.3818	592	0.8049	0.1527	0.8049	0.8972
0.513	5.4	594	0.8549	0.2381	0.8549	0.9246
0.513	5.4182	596	0.9720	0.1148	0.9720	0.9859
0.513	5.4364	598	0.8939	0.1028	0.8939	0.9454
0.513	5.4545	600	0.7944	0.2000	0.7944	0.8913
0.513	5.4727	602	0.7408	0.2300	0.7408	0.8607
0.513	5.4909	604	0.7260	0.1921	0.7260	0.8521
0.513	5.5091	606	0.7522	0.2000	0.7522	0.8673
0.513	5.5273	608	0.7571	0.2410	0.7571	0.8701
0.513	5.5455	610	0.7457	0.1837	0.7457	0.8635
0.513	5.5636	612	0.7816	0.2000	0.7816	0.8841
0.513	5.5818	614	0.7631	0.1837	0.7631	0.8736
0.513	5.6	616	0.7785	0.1770	0.7785	0.8823
0.513	5.6182	618	0.8092	0.1790	0.8092	0.8996
0.513	5.6364	620	0.8389	0.1867	0.8389	0.9159
0.513	5.6545	622	0.8151	0.2269	0.8151	0.9028
0.513	5.6727	624	0.8061	0.2077	0.8061	0.8978
0.513	5.6909	626	0.8993	0.1724	0.8993	0.9483
0.513	5.7091	628	0.8676	0.2070	0.8676	0.9315
0.513	5.7273	630	0.7477	0.2000	0.7477	0.8647
0.513	5.7455	632	0.7138	0.1759	0.7138	0.8449
0.513	5.7636	634	0.7578	0.2536	0.7578	0.8705
0.513	5.7818	636	0.7801	0.2744	0.7801	0.8832
0.513	5.8	638	0.7347	0.2227	0.7347	0.8572
0.513	5.8182	640	0.6891	0.2251	0.6891	0.8301
0.513	5.8364	642	0.7092	0.2000	0.7092	0.8422
0.513	5.8545	644	0.7697	0.28	0.7697	0.8773
0.513	5.8727	646	0.7362	0.2000	0.7362	0.8580
0.513	5.8909	648	0.7137	0.1111	0.7137	0.8448
0.513	5.9091	650	0.7292	0.1610	0.7292	0.8540
0.513	5.9273	652	0.7364	0.2000	0.7364	0.8581
0.513	5.9455	654	0.7633	0.1776	0.7633	0.8737
0.513	5.9636	656	0.7132	0.2332	0.7132	0.8445
0.513	5.9818	658	0.6851	0.0769	0.6851	0.8277
0.513	6.0	660	0.7766	0.2315	0.7766	0.8812
0.513	6.0182	662	0.8110	0.2381	0.8110	0.9006
0.513	6.0364	664	0.7343	0.1917	0.7343	0.8569
0.513	6.0545	666	0.6853	0.1285	0.6853	0.8278
0.513	6.0727	668	0.6952	0.1340	0.6952	0.8338
0.513	6.0909	670	0.6971	0.1340	0.6971	0.8349
0.513	6.1091	672	0.7014	0.1340	0.7014	0.8375
0.513	6.1273	674	0.7203	0.1837	0.7203	0.8487
0.513	6.1455	676	0.7217	0.1414	0.7217	0.8495
0.513	6.1636	678	0.7184	0.1675	0.7184	0.8476
0.513	6.1818	680	0.7413	0.1837	0.7413	0.8610
0.513	6.2	682	0.7846	0.2692	0.7846	0.8858
0.513	6.2182	684	0.8036	0.2692	0.8036	0.8964
0.513	6.2364	686	0.7721	0.2239	0.7721	0.8787
0.513	6.2545	688	0.7490	0.0829	0.7490	0.8655
0.513	6.2727	690	0.7680	0.2323	0.7680	0.8763
0.513	6.2909	692	0.8257	0.2676	0.8257	0.9087
0.513	6.3091	694	0.8033	0.2308	0.8033	0.8963
0.513	6.3273	696	0.8136	0.2464	0.8136	0.9020
0.513	6.3455	698	0.7988	0.2079	0.7988	0.8938
0.513	6.3636	700	0.7277	0.1489	0.7277	0.8531
0.513	6.3818	702	0.6982	0.1489	0.6982	0.8356
0.513	6.4	704	0.7176	0.1691	0.7176	0.8471
0.513	6.4182	706	0.7203	0.1691	0.7203	0.8487
0.513	6.4364	708	0.7371	0.1837	0.7371	0.8586
0.513	6.4545	710	0.8075	0.2692	0.8075	0.8986
0.513	6.4727	712	0.9002	0.2075	0.9002	0.9488
0.513	6.4909	714	0.9502	0.1429	0.9502	0.9748
0.513	6.5091	716	0.8880	0.2000	0.8880	0.9424
0.513	6.5273	718	0.8302	0.2300	0.8302	0.9112
0.513	6.5455	720	0.7404	0.125	0.7404	0.8605
0.513	6.5636	722	0.7115	0.2251	0.7115	0.8435
0.513	6.5818	724	0.7126	0.2637	0.7126	0.8442
0.513	6.6	726	0.7154	0.2621	0.7154	0.8458
0.513	6.6182	728	0.7087	0.125	0.7087	0.8418
0.513	6.6364	730	0.7772	0.1610	0.7772	0.8816
0.513	6.6545	732	0.8608	0.2077	0.8608	0.9278
0.513	6.6727	734	0.8530	0.2077	0.8530	0.9236
0.513	6.6909	736	0.8029	0.2000	0.8029	0.8960
0.513	6.7091	738	0.8077	0.2000	0.8077	0.8987
0.513	6.7273	740	0.7896	0.2287	0.7896	0.8886
0.513	6.7455	742	0.8022	0.2000	0.8022	0.8957
0.513	6.7636	744	0.8168	0.2348	0.8168	0.9038
0.513	6.7818	746	0.8515	0.2711	0.8515	0.9228
0.513	6.8	748	0.8895	0.2070	0.8895	0.9431
0.513	6.8182	750	0.9816	0.1111	0.9816	0.9908
0.513	6.8364	752	0.9965	0.1111	0.9965	0.9983
0.513	6.8545	754	0.8943	0.2300	0.8943	0.9457
0.513	6.8727	756	0.7972	0.2000	0.7972	0.8929
0.513	6.8909	758	0.7935	0.1366	0.7935	0.8908
0.513	6.9091	760	0.8078	0.1799	0.8078	0.8988
0.513	6.9273	762	0.8025	0.1186	0.8025	0.8958
0.513	6.9455	764	0.7704	0.1927	0.7704	0.8777
0.513	6.9636	766	0.7825	0.2140	0.7825	0.8846
0.513	6.9818	768	0.8744	0.2000	0.8744	0.9351
0.513	7.0	770	0.9019	0.2000	0.9019	0.9497
0.513	7.0182	772	0.8629	0.2000	0.8629	0.9289
0.513	7.0364	774	0.8124	0.2566	0.8124	0.9014
0.513	7.0545	776	0.7923	0.1781	0.7923	0.8901
0.513	7.0727	778	0.7810	0.1781	0.7810	0.8837
0.513	7.0909	780	0.7837	0.1781	0.7837	0.8853
0.513	7.1091	782	0.8269	0.2315	0.8269	0.9093
0.513	7.1273	784	0.9490	0.1111	0.9490	0.9742
0.513	7.1455	786	0.9926	0.1130	0.9926	0.9963
0.513	7.1636	788	0.9199	0.1718	0.9199	0.9591
0.513	7.1818	790	0.8205	0.2075	0.8205	0.9058
0.513	7.2	792	0.7869	0.1795	0.7869	0.8871
0.513	7.2182	794	0.8115	0.1245	0.8115	0.9008
0.513	7.2364	796	0.8216	0.1055	0.8216	0.9064
0.513	7.2545	798	0.8034	0.1660	0.8034	0.8963
0.513	7.2727	800	0.7977	0.1481	0.7977	0.8932
0.513	7.2909	802	0.8846	0.2000	0.8846	0.9405
0.513	7.3091	804	0.9841	0.1453	0.9841	0.9920
0.513	7.3273	806	0.9811	0.1453	0.9811	0.9905
0.513	7.3455	808	0.9062	0.1644	0.9062	0.9519
0.513	7.3636	810	0.8032	0.1705	0.8032	0.8962
0.513	7.3818	812	0.7690	0.1861	0.7690	0.8769
0.513	7.4	814	0.7924	0.2432	0.7924	0.8901
0.513	7.4182	816	0.8124	0.1453	0.8124	0.9013
0.513	7.4364	818	0.8034	0.1588	0.8034	0.8963
0.513	7.4545	820	0.7815	0.1861	0.7815	0.8840
0.513	7.4727	822	0.7906	0.2897	0.7906	0.8892
0.513	7.4909	824	0.8270	0.2300	0.8270	0.9094
0.513	7.5091	826	0.8160	0.2222	0.8160	0.9034
0.513	7.5273	828	0.7783	0.2157	0.7783	0.8822
0.513	7.5455	830	0.7641	0.2523	0.7641	0.8741
0.513	7.5636	832	0.7569	0.2153	0.7569	0.8700
0.513	7.5818	834	0.7490	0.2157	0.7490	0.8654
0.513	7.6	836	0.7528	0.1781	0.7528	0.8676
0.513	7.6182	838	0.7484	0.2153	0.7484	0.8651
0.513	7.6364	840	0.7512	0.1683	0.7512	0.8667
0.513	7.6545	842	0.7546	0.2549	0.7546	0.8687
0.513	7.6727	844	0.7506	0.2549	0.7506	0.8664
0.513	7.6909	846	0.7398	0.1527	0.7398	0.8601
0.513	7.7091	848	0.7421	0.1570	0.7421	0.8615
0.513	7.7273	850	0.7476	0.1481	0.7476	0.8646
0.513	7.7455	852	0.7404	0.1481	0.7404	0.8605
0.513	7.7636	854	0.7184	0.1683	0.7184	0.8476
0.513	7.7818	856	0.6970	0.1527	0.6970	0.8348
0.513	7.8	858	0.7007	0.1753	0.7007	0.8371
0.513	7.8182	860	0.7216	0.2621	0.7216	0.8495
0.513	7.8364	862	0.7604	0.2077	0.7604	0.8720
0.513	7.8545	864	0.7800	0.2077	0.7800	0.8832
0.513	7.8727	866	0.7814	0.2077	0.7814	0.8840
0.513	7.8909	868	0.7455	0.1923	0.7455	0.8634
0.513	7.9091	870	0.7215	0.1527	0.7215	0.8494
0.513	7.9273	872	0.7489	0.2536	0.7489	0.8654
0.513	7.9455	874	0.7894	0.1652	0.7894	0.8885
0.513	7.9636	876	0.7873	0.1652	0.7873	0.8873
0.513	7.9818	878	0.7714	0.2140	0.7714	0.8783
0.513	8.0	880	0.7441	0.2150	0.7441	0.8626
0.513	8.0182	882	0.7323	0.1504	0.7323	0.8557
0.513	8.0364	884	0.7394	0.2830	0.7394	0.8599
0.513	8.0545	886	0.7793	0.1925	0.7793	0.8828
0.513	8.0727	888	0.8057	0.2075	0.8057	0.8976
0.513	8.0909	890	0.8178	0.2075	0.8178	0.9043
0.513	8.1091	892	0.8028	0.2000	0.8028	0.8960
0.513	8.1273	894	0.7717	0.2222	0.7717	0.8785
0.513	8.1455	896	0.7618	0.2511	0.7618	0.8728
0.513	8.1636	898	0.7602	0.2523	0.7602	0.8719
0.513	8.1818	900	0.7666	0.2072	0.7666	0.8756
0.513	8.2	902	0.7710	0.2072	0.7710	0.8781
0.513	8.2182	904	0.7577	0.1610	0.7577	0.8704
0.513	8.2364	906	0.7562	0.1923	0.7562	0.8696
0.513	8.2545	908	0.7647	0.1848	0.7647	0.8745
0.513	8.2727	910	0.7706	0.1848	0.7706	0.8779
0.513	8.2909	912	0.7764	0.1848	0.7764	0.8812
0.513	8.3091	914	0.7919	0.2000	0.7919	0.8899
0.513	8.3273	916	0.7941	0.1691	0.7941	0.8911
0.513	8.3455	918	0.7761	0.1610	0.7761	0.8810
0.513	8.3636	920	0.7686	0.1923	0.7686	0.8767
0.513	8.3818	922	0.7715	0.1287	0.7715	0.8783
0.513	8.4	924	0.7719	0.1287	0.7719	0.8786
0.513	8.4182	926	0.7725	0.1923	0.7725	0.8789
0.513	8.4364	928	0.7847	0.1923	0.7847	0.8858
0.513	8.4545	930	0.7888	0.1456	0.7888	0.8882
0.513	8.4727	932	0.8016	0.2000	0.8016	0.8953
0.513	8.4909	934	0.8245	0.2356	0.8245	0.9080
0.513	8.5091	936	0.8313	0.2356	0.8313	0.9118
0.513	8.5273	938	0.8276	0.2607	0.8276	0.9097
0.513	8.5455	940	0.8158	0.1923	0.8158	0.9032
0.513	8.5636	942	0.7959	0.2153	0.7959	0.8922
0.513	8.5818	944	0.7836	0.1628	0.7836	0.8852
0.513	8.6	946	0.7796	0.1493	0.7796	0.8829
0.513	8.6182	948	0.7785	0.1628	0.7785	0.8823
0.513	8.6364	950	0.7849	0.1456	0.7849	0.8860
0.513	8.6545	952	0.7919	0.1527	0.7919	0.8899
0.513	8.6727	954	0.7959	0.1456	0.7959	0.8921
0.513	8.6909	956	0.8064	0.1527	0.8064	0.8980
0.513	8.7091	958	0.8143	0.1527	0.8143	0.9024
0.513	8.7273	960	0.8208	0.1527	0.8208	0.9060
0.513	8.7455	962	0.8207	0.1527	0.8207	0.9059
0.513	8.7636	964	0.8206	0.1527	0.8206	0.9059
0.513	8.7818	966	0.8179	0.1923	0.8179	0.9044
0.513	8.8	968	0.8174	0.2661	0.8174	0.9041
0.513	8.8182	970	0.8203	0.2661	0.8203	0.9057
0.513	8.8364	972	0.8181	0.2661	0.8181	0.9045
0.513	8.8545	974	0.8293	0.1416	0.8293	0.9106
0.513	8.8727	976	0.8274	0.1416	0.8274	0.9096
0.513	8.8909	978	0.8169	0.1416	0.8169	0.9039
0.513	8.9091	980	0.8026	0.2661	0.8026	0.8959
0.513	8.9273	982	0.7841	0.1527	0.7841	0.8855
0.513	8.9455	984	0.7731	0.1456	0.7731	0.8792
0.513	8.9636	986	0.7692	0.1456	0.7692	0.8770
0.513	8.9818	988	0.7710	0.1527	0.7710	0.8781
0.513	9.0	990	0.7737	0.1527	0.7737	0.8796
0.513	9.0182	992	0.7728	0.1527	0.7728	0.8791
0.513	9.0364	994	0.7700	0.1527	0.7700	0.8775
0.513	9.0545	996	0.7681	0.1923	0.7681	0.8764
0.513	9.0727	998	0.7635	0.1527	0.7635	0.8738
0.0922	9.0909	1000	0.7532	0.1527	0.7532	0.8679
0.0922	9.1091	1002	0.7474	0.1527	0.7474	0.8646
0.0922	9.1273	1004	0.7390	0.1527	0.7390	0.8597
0.0922	9.1455	1006	0.7358	0.1527	0.7358	0.8578
0.0922	9.1636	1008	0.7379	0.1527	0.7379	0.8590
0.0922	9.1818	1010	0.7384	0.1527	0.7384	0.8593
0.0922	9.2	1012	0.7393	0.1527	0.7393	0.8598
0.0922	9.2182	1014	0.7466	0.1527	0.7466	0.8641
0.0922	9.2364	1016	0.7511	0.1527	0.7511	0.8667
0.0922	9.2545	1018	0.7591	0.1402	0.7591	0.8712
0.0922	9.2727	1020	0.7702	0.1527	0.7702	0.8776
0.0922	9.2909	1022	0.7840	0.1527	0.7840	0.8854
0.0922	9.3091	1024	0.7956	0.1527	0.7956	0.8919
0.0922	9.3273	1026	0.8041	0.2300	0.8041	0.8967
0.0922	9.3455	1028	0.8073	0.1923	0.8073	0.8985
0.0922	9.3636	1030	0.8120	0.2300	0.8120	0.9011
0.0922	9.3818	1032	0.8162	0.2661	0.8162	0.9035
0.0922	9.4	1034	0.8170	0.2372	0.8170	0.9039
0.0922	9.4182	1036	0.8166	0.2364	0.8166	0.9036
0.0922	9.4364	1038	0.8112	0.2372	0.8112	0.9007
0.0922	9.4545	1040	0.8030	0.2000	0.8030	0.8961
0.0922	9.4727	1042	0.7949	0.2000	0.7949	0.8916
0.0922	9.4909	1044	0.7862	0.12	0.7862	0.8867
0.0922	9.5091	1046	0.7798	0.12	0.7798	0.8831
0.0922	9.5273	1048	0.7768	0.0863	0.7768	0.8814
0.0922	9.5455	1050	0.7747	0.0863	0.7747	0.8802
0.0922	9.5636	1052	0.7695	0.0863	0.7695	0.8772
0.0922	9.5818	1054	0.7668	0.0863	0.7668	0.8757
0.0922	9.6	1056	0.7654	0.1527	0.7654	0.8749
0.0922	9.6182	1058	0.7643	0.1527	0.7643	0.8742
0.0922	9.6364	1060	0.7651	0.1527	0.7651	0.8747
0.0922	9.6545	1062	0.7674	0.1527	0.7674	0.8760
0.0922	9.6727	1064	0.7709	0.1527	0.7709	0.8780
0.0922	9.6909	1066	0.7750	0.1527	0.7750	0.8803
0.0922	9.7091	1068	0.7777	0.1527	0.7777	0.8819
0.0922	9.7273	1070	0.7805	0.1527	0.7805	0.8835
0.0922	9.7455	1072	0.7823	0.1527	0.7823	0.8845
0.0922	9.7636	1074	0.7825	0.1527	0.7825	0.8846
0.0922	9.7818	1076	0.7835	0.1527	0.7835	0.8852
0.0922	9.8	1078	0.7829	0.1527	0.7829	0.8848
0.0922	9.8182	1080	0.7832	0.1527	0.7832	0.8850
0.0922	9.8364	1082	0.7834	0.1527	0.7834	0.8851
0.0922	9.8545	1084	0.7847	0.1527	0.7847	0.8859
0.0922	9.8727	1086	0.7867	0.1527	0.7867	0.8869
0.0922	9.8909	1088	0.7874	0.1527	0.7874	0.8873
0.0922	9.9091	1090	0.7877	0.1923	0.7877	0.8875
0.0922	9.9273	1092	0.7873	0.1527	0.7873	0.8873
0.0922	9.9455	1094	0.7866	0.1527	0.7866	0.8869
0.0922	9.9636	1096	0.7864	0.1527	0.7864	0.8868
0.0922	9.9818	1098	0.7863	0.1527	0.7863	0.8867
0.0922	10.0	1100	0.7863	0.1527	0.7863	0.8867

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1